no code implementations • 6 May 2024 • Kaize Shi, Xueyao Sun, Qing Li, Guandong Xu
The proposed algorithm compresses the cluttered raw retrieved documents into a compact set of crucial concepts distilled from the informative nodes of AMR by referring to reliable linguistic features.
no code implementations • 23 Feb 2024 • Kun Yi, Qi Zhang, Hui He, Kaize Shi, Liang Hu, Ning An, Zhendong Niu
Multivariate time series (MTS) forecasting is crucial in many real-world applications.
no code implementations • 18 Feb 2024 • Yakun Chen, Kaize Shi, Zhangkai Wu, Juan Chen, Xianzhi Wang, Julian McAuley, Guandong Xu, Shui Yu
Spatiotemporal data analysis is pivotal across various domains, such as transportation, meteorology, and healthcare.
no code implementations • 12 Jan 2024 • Guiming Cao, Kaize Shi, Hong Fu, Huaiwen Zhang, Guandong Xu
Pre-trained Vision-Language (V-L) models set the benchmark for generalization to downstream tasks among the noteworthy contenders.
no code implementations • 9 Aug 2023 • Kaize Shi, Xueyao Sun, Dingxian Wang, Yinlin Fu, Guandong Xu, Qing Li
E-commerce authoring involves creating attractive, abundant, and targeted promotional content to drive product sales.
no code implementations • 1 Sep 2022 • Hui He, Qi Zhang, Kun Yi, Kaize Shi, Zhendong Niu, Longbing Cao
Most existing MTS forecasting models greatly suffer from distribution drift and degrade the forecasting performance over time.